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2016 | OriginalPaper | Buchkapitel

22. Ophthalmic Disorder Menagerie and Iris Recognition

verfasst von : Ishan Nigam, Mayank Vatsa, Richa Singh

Erschienen in: Handbook of Iris Recognition

Verlag: Springer London

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Abstract

Popularity of iris biometrics has led to large scale deployment of large-scale authentication systems such as India’s Aadhar project and UAE border control system. For such projects, maintaining high image quality standards during enrollment as well as recognition becomes important. It is also important to handle diversity in iris patterns so that error rates are reduced and all citizens are enrolled in the system. While traditional covariates such as illumination and pose variations are well explored, challenges due to ophthalmic disorders or medical conditions are overlooked. This chapter focuses on the “Ophthalmic Disorder Menagerie” and its effect on iris recognition. The experimental observations suggest that such conditions should also be considered for large scale iris recognition systems.

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Literatur
1.
Zurück zum Zitat American Academy of Ophthalmology. EyeSmart, in (2014) American Academy of Ophthalmology. EyeSmart, in (2014)
2.
Zurück zum Zitat S.S. Arora et al., Iris recognition under alcohol influence: a preliminary study, in 5th IAPR International Conference on Biometrics (ICB). IEEE (2012), pp. 336–341 S.S. Arora et al., Iris recognition under alcohol influence: a preliminary study, in 5th IAPR International Conference on Biometrics (ICB). IEEE (2012), pp. 336–341
3.
Zurück zum Zitat T.M. Aslam, S.Z. Tan, B. Dhillon, Iris recognition in the presence of ocular disease. J. R. Soc. Interface 6(34), 489–493 (2009)CrossRef T.M. Aslam, S.Z. Tan, B. Dhillon, Iris recognition in the presence of ocular disease. J. R. Soc. Interface 6(34), 489–493 (2009)CrossRef
4.
Zurück zum Zitat Atlas of Ophthalmology, Online Multimedia Databsae, in (2015) Atlas of Ophthalmology, Online Multimedia Databsae, in (2015)
5.
Zurück zum Zitat S. Bharadwaj, M. Vatsa, R. Singh, Biometric quality: a review of fingerprint, iris, and face. EURASIP J. Image Video Process. 2014(1), 1–28 (2014)CrossRef S. Bharadwaj, M. Vatsa, R. Singh, Biometric quality: a review of fingerprint, iris, and face. EURASIP J. Image Video Process. 2014(1), 1–28 (2014)CrossRef
6.
Zurück zum Zitat W.K. Bickel et al., Buprenorphine: dose-related blockade of opioid challenge effects in opioid dependent humans. J. Pharmacol. Exp. Ther. 247(1), 47–53 (1988)MathSciNet W.K. Bickel et al., Buprenorphine: dose-related blockade of opioid challenge effects in opioid dependent humans. J. Pharmacol. Exp. Ther. 247(1), 47–53 (1988)MathSciNet
7.
Zurück zum Zitat K.W. Bowyer, E. Ortiz, A. Sgroi, Trial somaliland voting register de-duplication using iris recognition, in 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition (FG), vol. 2. IEEE (2015), pp. 1–8 K.W. Bowyer, E. Ortiz, A. Sgroi, Trial somaliland voting register de-duplication using iris recognition, in 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition (FG), vol. 2. IEEE (2015), pp. 1–8
8.
Zurück zum Zitat T.F. Chan, L. Vese, Active contours without edges. IEEE Trans. Image Process. 10(2), 266–277 (2001) T.F. Chan, L. Vese, Active contours without edges. IEEE Trans. Image Process. 10(2), 266–277 (2001)
9.
Zurück zum Zitat Cogan Ophthalmic Pathology Collection, in (2008) Cogan Ophthalmic Pathology Collection, in (2008)
10.
Zurück zum Zitat J. Daugman, How iris recognition works. IEEE Trans. Circuits Syst. Video Technol. 14(1), 21–30 (2004)CrossRef J. Daugman, How iris recognition works. IEEE Trans. Circuits Syst. Video Technol. 14(1), 21–30 (2004)CrossRef
11.
Zurück zum Zitat J. Daugman, High confidence visual recognition of persons by a test of statistical independence. IEEE Trans. Pattern Anal. Mach. Intell. 15(11), 1148–1161 (1993) J. Daugman, High confidence visual recognition of persons by a test of statistical independence. IEEE Trans. Pattern Anal. Mach. Intell. 15(11), 1148–1161 (1993)
12.
Zurück zum Zitat L. Dhir et al., Effect of cataract surgery and pupil dilation on iris pattern recognition for personal authentication. Eye 24(6), 1006–1010 (2010)CrossRef L. Dhir et al., Effect of cataract surgery and pupil dilation on iris pattern recognition for personal authentication. Eye 24(6), 1006–1010 (2010)CrossRef
13.
Zurück zum Zitat N.D. Kalka et al., Estimating and fusing quality factors for iris biometric images. IEEE Trans. Syst. Man Cybern. Part A: Syst. Hum. 40(3), 509–524 (2010)MathSciNetCrossRef N.D. Kalka et al., Estimating and fusing quality factors for iris biometric images. IEEE Trans. Syst. Man Cybern. Part A: Syst. Hum. 40(3), 509–524 (2010)MathSciNetCrossRef
14.
Zurück zum Zitat Y. Lachkar, W. Bouassida, Drug-induced acute angle closure glaucoma. Curr. Opin. Ophthalmol. 18(2), 129–133 (2007)CrossRef Y. Lachkar, W. Bouassida, Drug-induced acute angle closure glaucoma. Curr. Opin. Ophthalmol. 18(2), 129–133 (2007)CrossRef
15.
Zurück zum Zitat R.R. Murphy, Adaptive rule of combination for observations over time, in International Conference on Multisensor Fusion and Integration for Intelligent Systems. IEEE (1996), pp. 125–131 R.R. Murphy, Adaptive rule of combination for observations over time, in International Conference on Multisensor Fusion and Integration for Intelligent Systems. IEEE (1996), pp. 125–131
16.
Zurück zum Zitat R.R. Murphy, Dempster-Shafer theory for sensor fusion in autonomous mobile robots. IEEE Trans. Robot. Autom. 14(2), 197–206 (1998)CrossRef R.R. Murphy, Dempster-Shafer theory for sensor fusion in autonomous mobile robots. IEEE Trans. Robot. Autom. 14(2), 197–206 (1998)CrossRef
17.
Zurück zum Zitat G. Murthy et al., Current status of cataract blindness and vision 2020: the right to sight initiative in India. Indian J. Ophthalmol. 56(6), 489 (2008) G. Murthy et al., Current status of cataract blindness and vision 2020: the right to sight initiative in India. Indian J. Ophthalmol. 56(6), 489 (2008)
18.
Zurück zum Zitat Neurotechnology VeriEye Software Development Kit Neurotechnology VeriEye Software Development Kit
19.
Zurück zum Zitat Prevalence of Adult Vision Impairment and Age-Related Eye Diseases in America, in (2010) Prevalence of Adult Vision Impairment and Age-Related Eye Diseases in America, in (2010)
20.
Zurück zum Zitat I. Rennie, Dont it make my blue eyes brown: heterochromia and other abnormalities of the iris. Eye 26(1), 29–50 (2012)CrossRef I. Rennie, Dont it make my blue eyes brown: heterochromia and other abnormalities of the iris. Eye 26(1), 29–50 (2012)CrossRef
21.
Zurück zum Zitat M. Rosenfield, N. Logan, K.H. Edwards, Optometry: Science, Techniques and Clinical Management (Elsevier Health Sciences, 2009) M. Rosenfield, N. Logan, K.H. Edwards, Optometry: Science, Techniques and Clinical Management (Elsevier Health Sciences, 2009)
22.
Zurück zum Zitat O. Seyeddain et al., Reliability of automatic biometric iris recognition after phacoemulsification or drug-induced pupil dilation. Eur. J. Ophthalmol. 24(1), 58–62 (2014)CrossRef O. Seyeddain et al., Reliability of automatic biometric iris recognition after phacoemulsification or drug-induced pupil dilation. Eur. J. Ophthalmol. 24(1), 58–62 (2014)CrossRef
23.
Zurück zum Zitat G. Shafer, A Mathematical Theory of Evidence, (Princeton University Press, 1976) G. Shafer, A Mathematical Theory of Evidence, (Princeton University Press, 1976)
24.
Zurück zum Zitat C.-W. Tan, A. Kumar, Towards online iris and periocular recognition under relaxed imaging constraints. IEEE Trans. Image Process. 22(10), 3751–3765 (2013)MathSciNetCrossRef C.-W. Tan, A. Kumar, Towards online iris and periocular recognition under relaxed imaging constraints. IEEE Trans. Image Process. 22(10), 3751–3765 (2013)MathSciNetCrossRef
25.
Zurück zum Zitat The United States of America Census, in (2010) The United States of America Census, in (2010)
26.
Zurück zum Zitat M. Trokielewicz, A. Czajka, P. Maciejewicz, Cataract influence on iris recognition performance, in Symposium on Photonics Applications in Astronomy, Communications, Industry and High-Energy Physics Experiments. International Society for Optics and Photonics (2014), pp. 929020–929020 M. Trokielewicz, A. Czajka, P. Maciejewicz, Cataract influence on iris recognition performance, in Symposium on Photonics Applications in Astronomy, Communications, Industry and High-Energy Physics Experiments. International Society for Optics and Photonics (2014), pp. 929020–929020
27.
Zurück zum Zitat A. Tsai, A. Yezzi Jr., A.S. Willsky, Curve evolution implementation of the Mumford-Shah functional for image segmentation, denoising, interpolation, and magnification. IEEE Trans. Image Process. 10(8), 1169–1186 (2001)CrossRefMATH A. Tsai, A. Yezzi Jr., A.S. Willsky, Curve evolution implementation of the Mumford-Shah functional for image segmentation, denoising, interpolation, and magnification. IEEE Trans. Image Process. 10(8), 1169–1186 (2001)CrossRefMATH
28.
Zurück zum Zitat M. Vatsa, R. Singh, A. Noore, Improving iris recognition performance using segmentation, quality enhancement, match score fusion, and indexing. IEEE Trans. Syst. Man Cybern. Part B: Cybern. 38(4), 1021–1035 (2008)CrossRef M. Vatsa, R. Singh, A. Noore, Improving iris recognition performance using segmentation, quality enhancement, match score fusion, and indexing. IEEE Trans. Syst. Man Cybern. Part B: Cybern. 38(4), 1021–1035 (2008)CrossRef
Metadaten
Titel
Ophthalmic Disorder Menagerie and Iris Recognition
verfasst von
Ishan Nigam
Mayank Vatsa
Richa Singh
Copyright-Jahr
2016
Verlag
Springer London
DOI
https://doi.org/10.1007/978-1-4471-6784-6_22